Adopt Autonomous Coding Now, Or Find a New VP of Engineering

Episode Summary

A month ago, Dave and Dan weren't giving this advice. Now they're telling every client — from solo founders to the Fortune 500 — the same thing: adopt autonomous coding immediately. The technology crossed the quality threshold, and this is now a CEO-level decision, not an engineering preference.

Key Topics

• Why the advice changed this month — autonomous agents now ship real, high-quality code, not AI slop
• Shipwright (free, open-source, runs in your own infrastructure) vs. Devin (commercial, $25B valuation, raising $1B)
• Why adoption is a CEO's call — developers won't volunteer to stop writing code
• Developers get paid to plan and review, not to write code — and that's the part that doesn't change
• Flatten your org: top-heavy, management-heavy structures break under autonomous velocity
• The economics — roughly $10–20 per PR/feature in tokens, optimized down toward $10

Notable Quotes

• "If your VP of engineering is not pounding on the door saying 'we need to adopt this,' you should think about getting a different VP of engineering."
• "A lot of developers think they're getting paid to write code. That is over with."

About The Velocity Lab

Dave O'Dell and Dan McAulay work inside engineering organizations every day helping them ship faster with AI. No hype, no BS — just what's working in the field.

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